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Cue Integration And Speech Rate In Arabic Stop-Vowel Sequences: A Multi-Parametric Acoustic Analysis, Nief Aied Al-Gamdi Sep 2026

Cue Integration And Speech Rate In Arabic Stop-Vowel Sequences: A Multi-Parametric Acoustic Analysis, Nief Aied Al-Gamdi

University of Tabuk Journal for Humanities and Social Sciences

The present study investigates how the variation of speech rate affects the acoustic cues across stop-vowel sequences in Bisha dialect (BD), an Arabic dialect spoken in the southern region of Saudi Arabia. Applying an acoustic approach, the study examines segmental duration (closure and following vowel), fundamental frequency (f0 onset), and voice quality (H1-H2 onset) on target stops taken from a sample of thirty native speakers of BD. The acoustic measures are evaluated using linear mixed-effects and logistic regression models. Results demonstrate that fast rate leads to substantial temporal compression, including more shortening of the vowels relative to the stops. Fast …


The Contribution Degree Of The "University Life Skills" Course Content To Enhancing Academic Adjustment And Self-Confidence Among Students Of The University Of Hail, Wafi Bin Metaeb Derzi Ardan Sep 2026

The Contribution Degree Of The "University Life Skills" Course Content To Enhancing Academic Adjustment And Self-Confidence Among Students Of The University Of Hail, Wafi Bin Metaeb Derzi Ardan

University of Tabuk Journal for Humanities and Social Sciences

The current research aimed to determine the extent of the "University Life Skills" course content's contribution to enhancing academic adjustment and self-confidence among students at the University of Hail. It utilized the Analytical Descriptive Method to achieve this objective. The research sample consists of (204) students enrolled in the course from six diverse colleges. The research results consistently confirmed that the course's contribution to both enhancing academic adjustment and developing self-confidence was perceived as high (mean scores: 2.57 and 2.60, respectively). A very strong positive correlation was established between academic adjustment and self-confidence development resulting from the course. Statistical analysis …


“Playing Mental Gymnastics”: Exploring Black Women College Athletes' Mental Health Experiences At Historically White Division I Universities, Ezinne D. Ofoegbu Sep 2026

“Playing Mental Gymnastics”: Exploring Black Women College Athletes' Mental Health Experiences At Historically White Division I Universities, Ezinne D. Ofoegbu

Journal of Issues in Intercollegiate Athletics

Between 2002 and 2022, over 125 college athletes died by suicide, and Division I athletes represented 45% of these deaths. In 2023, Black women college athletes at Division I universities identified racism as a mental health stressor at a higher rate than their non-Black peers. The intersectional nature of social identities and athlete status may create gendered and racialized stressors that are uniquely experienced by Black women athletes. Given the underrepresentation of Black students (i.e., athletes and nonathletes), coaches, faculty, and staff at historically white institutions (HWIs), Black women athletes are likely navigating campus relationships and environments that are shaped …


The Impact Of Toxic Leadership On Intercollegiate Athletics: Gender-Differentiated Perceptions, Tara Tietjen-Smith, Haley Blount Sep 2026

The Impact Of Toxic Leadership On Intercollegiate Athletics: Gender-Differentiated Perceptions, Tara Tietjen-Smith, Haley Blount

Journal of Issues in Intercollegiate Athletics

While some investigative research has been conducted to examine the impact of toxic, or destructive, leadership in sport, few studies have focused on intercollegiate athletics departments. The purpose of this study was to examine how common toxic leadership is in intercollegiate athletics departments as well as its impact. A quantitative cross-sectional survey study was designed to examine NCAA Division I and II athletics employee experiences using the Toxic Triangle of Sport Management (TToSM) as a theoretical framework. Respondents (N = 2,051) were asked questions concerning their perceptions of work environments, leadership, and organizational culture procured from three distinct and well-established …


Unraveling The Connectedness Between Non-Fungible Tokens, Decentralized Finance, And Green Assets During Turbulent Times, Rija Anwar, Syed Ali Raza Sep 2026

Unraveling The Connectedness Between Non-Fungible Tokens, Decentralized Finance, And Green Assets During Turbulent Times, Rija Anwar, Syed Ali Raza

Business Review

Green assets during the Bitcoin plummet-2018, COVID-2019, worldwide decline in oil demand-2020, and the Russia-Ukraine Conflict. The quantile connectedness approach, combined with the extreme tail of distribution technique (Ando et al., 2021), has been employed. According to static quantile connectedness, NFTs and DeFi assets perform the role of spillover transmitters; in contrast, green assets receive spillovers across three distinctive market settings. Additionally, the dynamic time-varying net directional connectedness estimates reveal that during normal market condition, the connectedness degree between NFTs, DeFi assets, and green assets remains low relative to extreme events at different point in time. Moreover, it provides valuable …


New Basketball Venues And Attendance In Men's College Basketball: Insights For Facility Planning And Athletic Department Strategy, Brad Stinnett Sep 2026

New Basketball Venues And Attendance In Men's College Basketball: Insights For Facility Planning And Athletic Department Strategy, Brad Stinnett

Global Sport Business Journal

As college athletic departments continue to put considerable resources into basketball facilities, understanding the impact these venues can have on attendance has become increasingly vital. The purpose of this study is to examine the impact of new basketball facilities on attendance among NCAA Division I men's basketball programs. Using a longitudinal pre-post comparative research design, 20 programs that opened new venues since the 2015-16 season served as the sample. A dataset was created using publicly available secondary archival data sources. Findings highlight attendance patterns after the opening of the new venue, facility capacity utilization, and changes in program winning percentage. …


Green Finance’S Role In Bank Risk: Empirical Evidence From The Emerging Economy, Viverita Viverita, Dwi Nastiti Danarsari, Ratih Dyah Kusumastuti, Ruhaini Muda Sep 2026

Green Finance’S Role In Bank Risk: Empirical Evidence From The Emerging Economy, Viverita Viverita, Dwi Nastiti Danarsari, Ratih Dyah Kusumastuti, Ruhaini Muda

Journal of Environmental Science and Sustainable Development

Indonesia’s Financial Services Authority (OJK)’s sustainable finance roadmap, phases I and II, primarily aims to facilitate sustainable development by integrating economic, social, and environmental considerations into financial policies. A special objective is to promote the development of green financial products and services. This policy allows banks to mitigate reputational and regulatory challenges. Nevertheless, the prompt implementation of green credit may entail transition risks, such as policy adjustment costs. A limited body of research examines the direct relationship between green finance and bank risk, particularly in the context of sustainability mandates. This study analyzes the influence of green finance on banking …


Industry Implications Of A Scaffolded Hospitality Co-Op, Juan Mendez, Joel Reynolds Sep 2026

Industry Implications Of A Scaffolded Hospitality Co-Op, Juan Mendez, Joel Reynolds

ICHRIE Research Reports

The hospitality industry faces a persistent skills gap as graduates enter the workforce with limited preparation in the adaptive, operational, and AI-enabled competencies modern employers require (Jackson, 2013; Sigala, 2018). Cooperative education offers a structured response, yet many programs default to a single internship that leaves the integration of theory and practice to chance. This report presents an undergraduate scaffolded cooperative education framework developed at a U.S. hospitality business school that sequences two foundation courses, six concurrent work-integrated courses, and a capstone digital portfolio across a two-year arc. The framework is grounded in experiential learning and scaffolding theory (Kolb, 1984; …


The Efficient Market Hypothesis In Youth Entrepreneurship: Understanding, Application, And Contextual Factors — A Systematic Literature Review, Omari Khalifa Mbura Prof,, Binto M. Binto Sep 2026

The Efficient Market Hypothesis In Youth Entrepreneurship: Understanding, Application, And Contextual Factors — A Systematic Literature Review, Omari Khalifa Mbura Prof,, Binto M. Binto

Business Management Review

This systematic literature review explores how youth entrepreneurs understand and apply the Efficient Market Hypothesis (EMH) in their decision-making, and examines the contextual factors influencing the decision-making nexus. Guided by a post-positivist framework, the review synthesises extant literature across youth entrepreneurship, finance, and digital strategy to map emerging themes and identify knowledge gaps. It covered a sample of 38 peer-reviewed articles, selected in accordance with the PRISMA guidelines. Findings of the systematic literature review show that youth entrepreneurs' engagement with EMH is largely experiential and indirect, influenced by digital literacy, social learning, and the realities of rapidly changing market environments. …


Regional Creative Economy Resilience Index: An Analysis Of The Creative Industry's Role In Fostering National Economic Resilience According To Asta Cita, Dks Nugraha Nugraha, Ramadhania Mumtaz Keesa Sep 2026

Regional Creative Economy Resilience Index: An Analysis Of The Creative Industry's Role In Fostering National Economic Resilience According To Asta Cita, Dks Nugraha Nugraha, Ramadhania Mumtaz Keesa

Jurnal Vokasi Indonesia

Indonesia's creative economy has survived worldwide economic shifts, especially the COVID-19 epidemic. This industry now drives innovation, culture, and technology. No systematic technique exists to quantify the creative ecosystem's impact on regional economic resilience. The Regional Creative Economy Resilience Index (IRED) is a conceptual model based on Asta Cita 2024–2029's eight strategic missions. This article uses the Asta Cita framework to describe how the creative industry strengthens national economic resilience and advances the IRED idea as a data-driven research and policy tool. This qualitative-descriptive study synthesizes 20 periodicals (2020–2025), analyzes policy, and maps themes using Asta Cita. Source triangulation …


Mitigating Common Vulnerabilities And Exposures In Cobol-Based Critical Systems Using The Strangler-Fig Pattern, Lauren E. Caruso, Vincent J. Compeau, Assefaw H. Gebremedhin Sep 2026

Mitigating Common Vulnerabilities And Exposures In Cobol-Based Critical Systems Using The Strangler-Fig Pattern, Lauren E. Caruso, Vincent J. Compeau, Assefaw H. Gebremedhin

Military Cyber Affairs

COBOL-based legacy systems continue to underpin critical infrastructure in banking and government sectors despite their age and associated cybersecurity risks. Originally developed through a Department of Defense–sponsored initiative to standardize business computing, COBOL remains widely used in mission-critical environments. However, these systems face increasing vulnerabilities due to outdated security architectures, workforce shortages, and rising maintenance costs. This paper examines cybersecurity and operational challenges associated with COBOL systems and evaluates the Strangler Fig pattern as a modernization strategy that enables incremental replacement while maintaining continuity. The findings highlight implications for financial institutions and public-sector organizations dependent on legacy infrastructure.


Ai-Driven Project Management In Real Estate Private Equity: Impacts On Workflow Efficiency And Standardization, Alexander D. Van Den Bosch Sep 2026

Ai-Driven Project Management In Real Estate Private Equity: Impacts On Workflow Efficiency And Standardization, Alexander D. Van Den Bosch

Harrisburg University Dissertations and Theses

Artificial intelligence (AI) is increasingly used in project management, yet limited research has examined its relationship with workflow efficiency and process standardization in real estate private equity (REPE) acquisitions. This quantitative correlational study examined these relationships and identified which AI-supported functionalities respondents perceived as contributing most to project management performance. The study drew on project management principles and the Technology Acceptance Model. Data were collected through a cross-sectional QuestionPro survey of professionals involved in REPE and related acquisition workflows, resulting in 146 completed surveys. The study used descriptive statistics, Pearson correlations, and regression analysis to evaluate the data. AI implementation …


Digital Irresponsibility In The Gig Economy: Insights From A Mixed-Methods Study, Catherine Prentice, Nikshit Gautam, Susan Zeidan Sep 2026

Digital Irresponsibility In The Gig Economy: Insights From A Mixed-Methods Study, Catherine Prentice, Nikshit Gautam, Susan Zeidan

All Works

Purpose – Present study examines how corporate digital irresponsibility (CDI) contributes to self-regulatory failure among online food delivery workers. Self-regulatory failure is operationalised through two outcomes, namely burnout and risky driving behaviour. Drawing on psychological contract theory and the job demands-resources framework, the study investigates the mediating role of psychological contract breach and the dual moderating role of technostress. Design/methodology/approach – A sequential explanatory mixed-methods design was employed. Survey data from 342 food delivery workers were analysed using structural equation modelling, followed by semi-structured interviews with 25 workers to contextualise and validate the quantitative patterns. Findings – All three CDI …


Artificial Intelligence And The Future Of Education: Embracing Opportunity With Purpose, Olusegun Felix Ayadi Sep 2026

Artificial Intelligence And The Future Of Education: Embracing Opportunity With Purpose, Olusegun Felix Ayadi

Southwestern Business Administration Journal

No abstract provided.


Public Sector Experiences Of Disruptions In The Psychological Contract: The Influence Of Ideological Currency And Digital Transformation On Public Servants, Willemijn Van Haeften, Xander Lub, Pascal Ravesteijn, Pascale Peters Sep 2026

Public Sector Experiences Of Disruptions In The Psychological Contract: The Influence Of Ideological Currency And Digital Transformation On Public Servants, Willemijn Van Haeften, Xander Lub, Pascal Ravesteijn, Pascale Peters

Communications of the IIMA

Digital transformation is reshaping public-sector work and may alter how public servants evaluate their psychological contract with their employer. This research-in-progress examines how critical incidents associated with digital transformation disrupt psychological contracts and how ideological currency, the perceived commitment to valued societal causes or principles, shapes subsequent trajectories toward renegotiation, repair, or exit. The study uses a qualitative phenomenological design based on semi-structured interviews with 20 employees from five Dutch municipalities experiencing transformation-related changes. The Critical Incident Technique is combined with the dynamic psychological contract phase model to reconstruct disruption trajectories, while thematic analysis identifies recurring patterns across cases. Preliminary …


The Lack Of Social Interaction In The Full-Time Remote Work Environment And Career Development, Tiphany Moguel-Young Sep 2026

The Lack Of Social Interaction In The Full-Time Remote Work Environment And Career Development, Tiphany Moguel-Young

Doctoral Dissertations and Projects

The purpose of this qualitative single case study was to explore the lack of social interaction in the full-time remote work environment and its influence on career development for remote workers at a U.S.-based financial services organization in Dallas, Texas. The theory that guided this study was social cognitive career theory. The central research question was, “What attributes of social interactions do remote workers perceive as assisting or hindering their career development?” Data collection consisted of semistructured interviews with nonmanagerial remote workers, a focus group with managers, and anonymous open-ended survey responses and reflective journaling from all participants. The data …


Employees With Disabilities: Determining If Servant Leadership Moderates The Relationship Between Accommodations And Job Performance, Rachael E. Stout Sep 2026

Employees With Disabilities: Determining If Servant Leadership Moderates The Relationship Between Accommodations And Job Performance, Rachael E. Stout

Doctoral Dissertations and Projects

Over 11% of working-age adults have a disability in the United States. In 1990, the Americans with Disabilities Act established accommodations as the gold standard to help disabled individuals perform at work. The purpose of this quantitative quasi-experimental study was to evaluate the moderating effect of servant leadership on the relationship between accommodation support and job performance across different types of disabilities. This study used a cross-sectional online survey with NSHD disability types, the servant leadership SLQ-7, a question about the effectiveness of accommodation support, and the IWPQ for job performance. Survey responses were collected anonymously from 248 disabled workers …


Faculty Development Courses On Ai: Introducing The Faculty Ai Capability Selection Framework, Dan R. Bradbury, Barbara Jo White, H. Kevin Fulk, Raymond Large Sep 2026

Faculty Development Courses On Ai: Introducing The Faculty Ai Capability Selection Framework, Dan R. Bradbury, Barbara Jo White, H. Kevin Fulk, Raymond Large

Southwestern Business Administration Journal

University faculty members are faced with how to best address pressing needs for building artificial intelligence (AI) skills.  Some of these needs are student-focused, as employers seek graduates with useful AI skills.  Faculty members, understanding how generative AI can impact the work they do, also face pressures to enhance their own skills and comfort using AI tools.  In this article, we consider AI capabilities that are impacting organizations’ expectations for new college graduates as well as AI capabilities changing the shape of faculty members’ work.  We propose the Faculty AI Capability Selection Framework as a means to guide the development …


Interpretive Flexibility And The Social Construction Of Generative Ai In Education: A Scot Analysis, Elham Mousavidin, Sujin K. Horwitz Sep 2026

Interpretive Flexibility And The Social Construction Of Generative Ai In Education: A Scot Analysis, Elham Mousavidin, Sujin K. Horwitz

Southwestern Business Administration Journal

The rapid rise of generative artificial intelligence (GenAI) tools has intensified discussions about their role in education. This study uses the Social Construction of Technology (SCOT) framework to explore how educational stakeholders interpret GenAI and how these interpretations influence its development and adoption. Through an interpretive literature review of research published between 2021 and 2025, we examine stakeholder perspectives using SCOT constructs, including relevant social groups, interpretive flexibility, technological frames, and controversies. Results identify three main interpretive tensions shaping current debates: transformational force versus transactional tool, cognitive augmentation versus cognitive atrophy, and digital empowerment versus digital enslavement. These tensions show …


Current Research On The Use Of Ai In Higher Education, Jim A. Mccleskey Sep 2026

Current Research On The Use Of Ai In Higher Education, Jim A. Mccleskey

Southwestern Business Administration Journal

The rapid adoption of artificial intelligence (AI), particularly generative artificial intelligence (GenAI) tools such as ChatGPT, has introduced profound opportunities and challenges for higher education. This paper presents a thematic scholarly review of recent empirical studies, systematic reviews, and conceptual analyses examining AI’s impact on teaching, learning, assessment, and institutional practice. The literature highlights substantial benefits associated with AI use, including increased academic productivity, personalized and adaptive learning pathways, enhanced accessibility for diverse learners, and new opportunities for pedagogical innovation. At the same time, significant risks emerge related to cognitive offloading, erosion of critical thinking, academic integrity, blurred authorship, assessment …


Strategic Judgment In Leadership Decision-Making: Evaluating Ai In Organizational Contexts, Cate Wengelnik Sep 2026

Strategic Judgment In Leadership Decision-Making: Evaluating Ai In Organizational Contexts, Cate Wengelnik

Southwestern Business Administration Journal

This paper presents a classroom-based approach for teaching strategic judgment in leadership decision-making through the evaluation workplace communication and incorporates the use of artificial intelligence (AI). As AI tools become more common in organizational settings, leaders and employees must be prepared to assess outputs that may appear professional while containing inaccurate, unsupported or potentially risky information. This paper describes an instructional case in which students examine an AI-generated response to an employee inquiry about workplace accommodations and Human Resources related matters. Students (1) evaluate the message for clarity, tone and apparent usefulness, then (2) analyze the organizational risks created when …


Refereed Research - Indispensable Yet Not Fully Legitimate: Street Markets As Invisible Subsistence Infrastructure, Raji Srinivasan, Maria C. Merino Sep 2026

Refereed Research - Indispensable Yet Not Fully Legitimate: Street Markets As Invisible Subsistence Infrastructure, Raji Srinivasan, Maria C. Merino

Subsistence Marketplaces

Street markets are key provisioning systems across the Global South, supplying fresh food, employment, and retail access absent formal infrastructure. Yet despite street markets’ functional indispensability to millions of low-income consumers, their legitimacy is chronically contested, affirmed by vendors and communities yet challenged by planners, developers, and state authorities who apply formal-economy criteria in evaluating them. We theorize this as a legitimacy paradox and ask what structural mechanisms sustain it? Using composite vignettes grounded in fieldwork, we theorize three mechanisms. First, visibility without recognition: street markets are hyper-visible yet excluded from cognitive templates of legitimate, formal retail. Second, asymmetric essentiality: …


Empowering Generations: The Role Of Family And Consumer Sciences In Advancing Financial Literacy And Resilience, Stephen Molchan Sep 2026

Empowering Generations: The Role Of Family And Consumer Sciences In Advancing Financial Literacy And Resilience, Stephen Molchan

Journal of Educational Research and Practice

In this article, I explore the critical role of family and consumer sciences (FCS) in advancing financial literacy and resilience across generations. By addressing systemic financial challenges and integrating financial education into its curriculum, FCS empowers individuals and families to make informed decisions and build secure futures. The article highlights strategies such as early intervention, culturally relevant programs, and community outreach, emphasizing how FCS equips individuals with practical skills in budgeting, saving, debt management, and risk assessment. I discuss the importance of advocacy for financial inclusion and consumer protection as a means to create equitable opportunities for financial well-being, underscoring …


Orchestrating Customer Value Networks: Relationship-Centered Platforms As Sustainable Solutions To Subscription Fatigue, Hesham O. Dinana, Hoda El Kolaly Sep 2026

Orchestrating Customer Value Networks: Relationship-Centered Platforms As Sustainable Solutions To Subscription Fatigue, Hesham O. Dinana, Hoda El Kolaly

Faculty Journal Articles

Purpose

This study examines how digital platform organizations can overcome subscription fatigue by transforming transactional relationships into value co-creation systems that enhance customer lifetime value and competitive advantage.

Design/methodology/approach

The study employs a multi-source comparative analysis integrating financial performance data from 28 global digital media organizations, leading consultancy insights, and 12 case studies across North America, Europe and Asia-Pacific. Exploratory and theory-building rather than hypothesis-testing, it relies exclusively on secondary and case-based evidence, supplemented by insights from Egypt’s digital media market.

Findings

Relationship-centered platforms outperform transactional subscription models, generating stronger customer commitment, trust and participatory engagement. Organizations integrating relationship marketing, …


Interrupting The First Story: A Lonerganian Claim Audit For Visual Analytics, Ajaya K. Swain Sep 2026

Interrupting The First Story: A Lonerganian Claim Audit For Visual Analytics, Ajaya K. Swain

San Jose - Lonergan Chair in Catholic Philosophy

Visualizations can create an impression of immediacy: a pattern appears, an explanation follows, and managerial action can seem warranted before the transitions among observation, interpretation, judgment, and decision have been examined. This conceptual and pedagogical paper develops a Lonerganian Claim Audit for visual analytics, a discipline-specific adaptation of Bernard Lonergan's account of experience, understanding, judgment, and decision. It conceptualizes visual inferential compression as diminished differentiation among these operations, such that confidence generated by a visible pattern transfers to an explanation, an evidential claim, and an action without the distinct warrant required at each transition. The Claim Audit interrupts that movement …


From Consumer Experience To Brand Meaning: Teaching Brand Management Through Lonergan’S Generalized Empirical Method (Gem), Nicole Kirpalani Sep 2026

From Consumer Experience To Brand Meaning: Teaching Brand Management Through Lonergan’S Generalized Empirical Method (Gem), Nicole Kirpalani

San Jose - Lonergan Chair in Catholic Philosophy

Teaching marketing involves more than helping students learn disciplinary concepts and frameworks. It also involves developing processes of inquiry that prepare students to analyze complex situations, interpret evidence, exercise judgment, and make thoughtful professional decisions. As marketing practice continues to evolve, marketing education must similarly reconsider how courses, assignments, and learning experiences prepare students for professional practice (Grewal et al., 2025). Lonergan’s Generalized Empirical Method (GEM) offers one framework for structuring this process of inquiry. Lonergan, writing as a philosopher, theologian, and educator, initially described the underlying pattern of conscious operations as the transcendental method. In his later work, he …


Mentorship As A Catalyst For Change Readiness: A Qualitative Study Of How Effective Mentoring Mitigates Burnout And Turnover During Organizational Transformation, Jeffery M. Camp Sep 2026

Mentorship As A Catalyst For Change Readiness: A Qualitative Study Of How Effective Mentoring Mitigates Burnout And Turnover During Organizational Transformation, Jeffery M. Camp

Journal of Online Mentoring

This qualitative study examined how effective mentorship mitigates burnout and attenuates turnover intention during organizational change, foregrounding the perspectives of experienced mentors. Drawing on Biggs’s presage–process–product (PPP) model, data were collected through semi-structured interviews (n = 12) and two focus group discussions (n = 6 each), engaging 18 unique mentors employed in organizations with 1,000 or more employees. Thematic analysis following Braun and Clarke’s six-phase protocol yielded four themes: (1) mentorship as strategic facilitation of organizational change; (2) mentorship as provision of emotional and psychological support; (3) empowering mentees through relationship-building; and (4) applying adaptive and reflective strategies. …


Supporting Women On The Hospitality Career Ladder: Fixing The Leadership Pipeline Drop-Off, Samantha A. Baker, Susan E. Gordon Sep 2026

Supporting Women On The Hospitality Career Ladder: Fixing The Leadership Pipeline Drop-Off, Samantha A. Baker, Susan E. Gordon

ICHRIE Research Reports

The hospitality industry has a large discrepancy when comparing the number of women working within higher management roles compared to the number of men. This is despite women making up a majority of the hospitality industry. The goal for this study was to bring attention to this discrepancy by investigating how companies can retain female employees and aid in their career advancement. Interviews of a diverse set of women who all carry relations to the hospitality industry, produced three main themes of flexibility, career support, and work-life balance. Some actions that can be taken by companies to help women advance …


Digital Mindset Efficacy For Human-Ai Career Readiness, Frank Lin, Conrad Shayo Sep 2026

Digital Mindset Efficacy For Human-Ai Career Readiness, Frank Lin, Conrad Shayo

Communications of the IIMA

This article develops digital mindset efficacy as a key capability for human-AI career readiness. It argues that success in AI-shaped workplaces requires not only technical tool use but also the confidence and capacity to learn with, evaluate, collaborate with, and responsibly govern digital and AI systems. Drawing on digital mindset, digital intelligence, AI proficiency, self-efficacy, and life-skills literature, the article proposes a theory-based model linking digital mindset efficacy to AI proficiency and life skills through mastery experience, vicarious learning, social persuasion, and affective regulation. It illustrates the model through a General Education course, Leadership for Global Challenges: Exploring the Digital …


Twenty Years Later: Measuring The Accessibility Of The U.S. State Government Websites, Tanya Goette, Sean Lynch Sep 2026

Twenty Years Later: Measuring The Accessibility Of The U.S. State Government Websites, Tanya Goette, Sean Lynch

Communications of the IIMA

Web accessibility remains an important issue as individuals rely on Internet access and web site accessibility for daily functions. It is an unwritten rule that people should access an organization’s website to search for answers before calling to ask a human (or a bot). Over twenty years ago, in 2005, a study (White, Goette, & Young) was conducted to analyze the accessibility of state government web sites. The assumption was made that state governments should be setting an example of following accessibility guidelines. The study found that about a third of the home pages did not meet basic accessibility guidelines. …